Does Physical Activity Mediate the Associations Between Local-Area Descriptive Norms, Built Environment Walkability, and Glycosylated Hemoglobin?

Int J Environ Res Public Health. 2017 Aug 23;14(9):953. doi: 10.3390/ijerph14090953.

Abstract

Associations between local-area residential features and glycosylated hemoglobin (HbA1c) may be mediated by individual-level health behaviors. Such indirect effects have rarely been tested. This study assessed whether individual-level self-reported physical activity mediated the influence of local-area descriptive norms and objectively expressed walkability on 10-year change in HbA1c. HbA1c was assessed three times for adults in a 10-year population-based biomedical cohort (n = 4056). Local-area norms specific to each participant were calculated, aggregating responses from a separate statewide surveillance survey for 1600 m road-network buffers centered on participant addresses (local prevalence of overweight/obesity (body mass index ≥25 kg/m²) and physical inactivity (<150 min/week)). Separate latent growth models estimated direct and indirect (through physical activity) effects of local-area exposures on change in HbA1c, accounting for spatial clustering and covariates (individual-level age, sex, smoking status, marital status, employment and education, and area-level median household income). HbA1c worsened over time. Local-area norms directly and indirectly predicted worsening HbA1c trajectories. Walkability was directly and indirectly protective of worsening HbA1c. Local-area descriptive norms and walkability influence cardiometabolic risk trajectory through individual-level physical activity. Efforts to reduce population cardiometabolic risk should consider the extent of local-area unhealthful behavioral norms and walkability in tailoring strategies to improve physical activity.

Keywords: built environment; cardiometabolic disease; descriptive norms; glycosylated hemoglobin; mediation; physical activity; residential environments; walkability.

MeSH terms

  • Adult
  • Cohort Studies
  • Environment Design*
  • Female
  • Glycated Hemoglobin*
  • Health Behavior
  • Health Status
  • Humans
  • Income
  • Male
  • Middle Aged
  • Motor Activity*
  • Obesity / epidemiology
  • Overweight / epidemiology*
  • Prevalence
  • Residence Characteristics*
  • Risk Factors
  • Self Report
  • Walking

Substances

  • Glycated Hemoglobin A